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返回到 Bayesian Statistics: From Concept to Data Analysis

学生对 加州大学圣克鲁兹分校 提供的 Bayesian Statistics: From Concept to Data Analysis 的评价和反馈

4.6
stars
1,877 个评分
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488 条评论

课程概述

This course introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data. We will learn about the philosophy of the Bayesian approach as well as how to implement it for common types of data. We will compare the Bayesian approach to the more commonly-taught Frequentist approach, and see some of the benefits of the Bayesian approach. In particular, the Bayesian approach allows for better accounting of uncertainty, results that have more intuitive and interpretable meaning, and more explicit statements of assumptions. This course combines lecture videos, computer demonstrations, readings, exercises, and discussion boards to create an active learning experience. For computing, you have the choice of using Microsoft Excel or the open-source, freely available statistical package R, with equivalent content for both options. The lectures provide some of the basic mathematical development as well as explanations of philosophy and interpretation. Completion of this course will give you an understanding of the concepts of the Bayesian approach, understanding the key differences between Bayesian and Frequentist approaches, and the ability to do basic data analyses....

热门审阅

GS

Sep 01, 2017

Good intro to Bayesian Statistics. Covers the basic concepts. Workload is reasonable and quizzes/exercises are helpful. Could include more exercises and additional backgroung/future reading materials.

JH

Jun 27, 2018

Great course. The content moves at a nice pace and the videos are really good to follow. The Quizzes are also set at a good level. You can't pass this course unless you have understood the material.

筛选依据：

251 - Bayesian Statistics: From Concept to Data Analysis 的 275 个评论（共 477 个）

创建者 Quanying L

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Jun 29, 2018

The course is informative and clear. Thanks.

创建者 Brian J

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Mar 18, 2018

Great course, I learned a lot. Challenging!

创建者 Liublu B

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Aug 29, 2017

Very good, I reccomend it to data scientist

创建者 Scott B

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Jan 10, 2020

Excellent overview of bayesian statistics.

创建者 Rami K

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May 06, 2017

Great introdation for Bayesian Statistics!

创建者 jalal e h

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Sep 13, 2016

Great introduction to bayesian statistics

创建者 Kelvin L

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May 31, 2017

Very informative and challenging course.

创建者 Bijit D

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Sep 20, 2017

A great course on Bayesian Statistics.

创建者 Luis R P L

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Apr 24, 2017

Very good explain nd excelent material

创建者 Bilal A

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Feb 07, 2017

Really great, from basic to advance.

创建者 Maxim V

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Jan 18, 2020

A very thorough into to statistics!

创建者 Muhammad A J

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Feb 04, 2019

very helpful for Statistic analysis

创建者 Rahul

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Aug 25, 2017

Fastest route to Bayesian Learning.

创建者 Nathanael G

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Sep 07, 2018

Very well taught and informative.

创建者 Xin L

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Mar 31, 2018

Clear and useful. Really helpful.

创建者 Sam C

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Jan 15, 2018

Good intro to Bayesian statistics

创建者 Daniel K O

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Nov 25, 2016

Clear, concise and well presented

创建者 Andrei B

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Aug 28, 2016

Great course ! Simple and clear !

创建者 Hager A I M

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Mar 25, 2019

Very informative and informative

创建者 raymonsahib

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Dec 24, 2018

Great introduction for beginners

创建者 Rob C

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Oct 12, 2018

Very well taught, thanks Herbie!

创建者 Yitian L L

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Jun 25, 2017

VERY INSIGHTFUL AND INSTRUCTIVE

创建者 Mas N

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Jan 18, 2017

Excellent ! Thank you so much !

创建者 Borisov V

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May 10, 2019

I like this course, thank you!

创建者 Shailesh K

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Mar 06, 2019

Nice Course, Good Instructers

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